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A Review on Data Cleaning Technology for RFID Network

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Book cover Advances on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC 2016)

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 1))

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Abstract

Radio Frequency Identification (RFID) technology is a kind of automatic recognition of communication technology. With the expansion of the RFID technology application areas, it needs to constantly improve the reliability, correctness and completeness of the RFID stream data. So data cleaning is significant to the RFID system. In recent years, many experts and scholars proposed a large number of cleaning algorithms according to RFID data flow characteristics. This paper gives a review on RFID data cleaning technology and some typical data cleaning algorithms.

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References

  1. Zoltan K. Using Rfid And Gis Technologies For Advanced Luggage Tracking[J]. SEA-Practical Application of Science, 2015,2(8): 229-234.

    Google Scholar 

  2. Managing and mining sensor data[M]. Springer Science & Business Media, 2013.

    Google Scholar 

  3. Xie L, Yin Y, Vasilakos A V, et al. Managing RFID data: challenges, opportunities and solutions[J]. IEEE Communications Surveys & Tutorials, 2014, 16(3): 1294-1311.

    Google Scholar 

  4. Bai Y, Wang F, Liu P. Efficiently Filtering RFID Data Streams[C]. CleanDB, 2006:1-8.

    Google Scholar 

  5. Jeffery R, Alonso G, Franklin M J, et al. A pipelined framework for online cleaning of sensor data streams[J]. Computer Science, 2005:1-12.

    Google Scholar 

  6. JefferyR, Garofalakis M, Franklin M J. Adaptive cleaning for RFID data streams[C]. Proceedings of the 32nd international conference on Very large data bases(VLDB Endowment), 2006: 163-174.

    Google Scholar 

  7. Gonzalez H, Han J, Shen X. Cost-conscious cleaning of massive RFID data sets[C]. IEEE 23rd International Conference on Data Engineering. IEEE, 2007: 1268-1272.

    Google Scholar 

  8. Want T, Zhang J. Research on RFID data cleaning method based on particle filter[J].Electronic Technology & Software Engineering, 2014(1):214-215.

    Google Scholar 

  9. Chen Li.Research on Data Cleaning Methods in RFID Middleware [D].China: Wuhan University of Technology, 2013.

    Google Scholar 

  10. Metwally A, Agrawal D, El Abbadi A. Duplicate detection in click streams[C]. Proceedings of the 14th international conference on World Wide Web. ACM, 2005: 12-21.

    Google Scholar 

  11. Deng F, Rafiei D. Approximately detecting duplicates for streaming data using stable bloom filters[C]. Proceedings of the 2006 ACM SIGMOD international conference on Management of data. ACM, 2006: 25-36.

    Google Scholar 

  12. Wang YL, Wang C, Jiang XH,et al. RFID duplicate removing algorithm based on temporal-spatial Bloom Filter[J].Journal of Nanjing University of Science and Technology, 2015,39(3):253-259.

    Google Scholar 

  13. Zhang JZ, Fang Z, Xiong YJ, et al. Optimization algorithm for cleaning data based on SNM[J].Journal of Central South University (Science and Technology).2010,41(6):2240-2245.

    Google Scholar 

  14. Xu X,,Wang J,Yu Y.Research on full text index[J]. Computer Engineering.2002(2):101-103.

    Google Scholar 

  15. Carbunar B, Ramanathan M K, Koyuturk M, et al. Redundant-reader elimination in RFID systems[C]. IEEE SECON,2005:176-184.

    Google Scholar 

  16. Hsu C H, Chen Y M, Kang H J. Performance-effective and low-complexity redundant reader detection in wireless RFID networks[J]. EURASIP Journal on Wireless Communications and Networking, 2008(1): 1-9.

    Google Scholar 

  17. Jiang Y. Improvable-Redundant-Reader Elimination in RFID system[J].Computer Engineering and Applications. 2011,47(5):101-103.

    Google Scholar 

  18. Chen J,Yang Z.A Fast and Efficient Algorithm for Redundant Reader Elimination in RFID Application System[J].Computer Knowledge and Technology, 2009,5(16):4285-4288

    Google Scholar 

  19. Lv S,Yu S.A Middleware-Based Algorithm for Redundant Reader Elimination in RFID Systems[J]. ACTA ELECTRONICA SINICA.2012,40(5):965-970

    Google Scholar 

  20. Chen C. Research on Clean Technology of RFID Sensing Data of Manu-Facturing in IOT[D]. Guangdong University of Technology, 2014.

    Google Scholar 

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Author information

Authors and Affiliations

  1. School of Computer Science & Technology/School of software, Nanjing University of Posts and Telecommunications, Nanjing, 210003, China

    He XU, Jie DING, Peng LI & Wei LI

  2. Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing, 210003, China

    He XU, Jie DING & Peng LI

Authors
  1. He XU
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  2. Jie DING
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  3. Peng LI
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  4. Wei LI
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Corresponding author

Correspondence to He XU .

Editor information

Editors and Affiliations

  1. Campus Nord,Ed. Omega (Room 109), Technical University of Catalonia Campus Nord,Ed. Omega (Room 109), Barcelona, Spain

    Fatos Xhafa

  2. Fukuoka Institute of Technology , Fukuoka, Japan

    Leonard Barolli

  3. Federico II, Università degli Studi di Napoli Federico II, Napoli, Italy

    Flora Amato

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XU, H., DING, J., LI, P., LI, W. (2017). A Review on Data Cleaning Technology for RFID Network. In: Xhafa, F., Barolli, L., Amato, F. (eds) Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2016. Lecture Notes on Data Engineering and Communications Technologies, vol 1. Springer, Cham. https://doi.org/10.1007/978-3-319-49109-7_35

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  • DOI: https://doi.org/10.1007/978-3-319-49109-7_35

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-49108-0

  • Online ISBN: 978-3-319-49109-7

  • eBook Packages: EngineeringEngineering (R0)

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